{"id":"W1497115428","doi":"10.1016/j.aogh.2015.02.004","title":"Assessing 15 Proposals for Promoting Innovation and Access to Medicines Globally","year":2015,"lang":"en","type":"review","venue":"Annals of Global Health","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Ottawa","funders":"","keywords":"Panacea (medicine); General partnership; Transferability; Business; Product (mathematics); Politics; Access to medicines; Intellectual property; Public relations; Essential medicines; Public economics; Political science; Developing country; Economic growth; Economics; Medicine; Finance; Health care; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00332344,0.0003028155,0.002187556,0.0002413188,0.00009045093,0.0002418662,0.0004430977,0.0001913604,0.00001010246],"category_scores_gemma":[0.0005780418,0.000302111,0.000144174,0.0008858688,0.00005332844,0.000417391,0.0002072667,0.0001345164,0.00002398024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002722332,"about_ca_system_score_gemma":0.0009929398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001854171,"about_ca_topic_score_gemma":0.00003299258,"domain_scores_codex":[0.9968112,0.000041613,0.002034907,0.0005283894,0.00005704274,0.000526847],"domain_scores_gemma":[0.9973028,0.00007455467,0.001776133,0.0002485733,0.0002517501,0.000346231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000067082,0.00004441958,0.0001317724,0.01162427,0.00006454883,2.926995e-7,0.00002952956,6.656463e-7,7.448941e-9,0.1145536,0.03808374,0.8354604],"study_design_scores_gemma":[0.0001811982,0.0001853624,0.00009426325,0.002459811,0.00001663023,0.00000645728,0.000005630659,0.00008570918,2.53242e-7,0.05339993,0.9433318,0.0002329468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001646347,0.9722992,0.0003859282,0.01926247,0.0003886476,0.001914101,0.001828686,0.0000228135,0.003733537],"genre_scores_gemma":[0.0004660012,0.9850059,0.0007983058,0.01308402,0.000396757,0.000085293,0.0001174118,0.00003257865,0.00001380239],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.905248,"threshold_uncertainty_score":0.9999431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.464331985099038,"score_gpt":0.5653241806127831,"score_spread":0.1009921955137451,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}